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AI CAD Harness: Revolutionizing Design with AI
AI CAD Harness: Revolutionizing Design with AI The integration of Artificial Intelligence (AI) into Computer Aided Design (CAD) software has ushered in a new er…
Pu.sh: Full Coding Agent in 400 Lines of Shell
Introducing Pu.sh: Full Coding Agent in 400 Lines of Shell Pu.sh is an innovative tool designed to execute shell code snippets and provide a fully functional co…
Galadriel: Optimize Claude Agents with 87% Cost Savings & Sub-3s Laten
# The "Goldfish Problem" is Expensive. I Decided to Fix the Plumbing. Most Claude implementations leave 90% of their money on the table because they don’t optimize for **Prompt Caching**. I’ve been running a personal agent in my Discord for months that manages my AWS infra and codebases, and I finally open-sourced the harness, which I’ve named **Galadriel** after my main personal assistant. # The Stats * **Cost:** $10 for every $100 you’d normally spend (Tested against OpenClaw/Cursor workflows). * **Speed:** 85% drop in latency. 100K token context goes from 11s to <3s. * **Memory:** Integrated **MemPalace** for permanent, vector-based recall that *doesn't* break the cache. # The Technical Stack * **3-Tier Stacked Caching:** Separate breakpoints for Tool Definitions, System Prompts (`CLAUDE.md`), and Trailing History. * **Privacy:** Built for private subnets. No middleman, no message caps—just your API key and your rules. * **Ethics:** Baked-in Karpathy[`CLAUDE.md`](https://www.google.com/search?q=%5Bhttp://CLAUDE.md%5D(http://CLAUDE.md))guidelines to kill "agent bloat." If you’re tired of paying the **"Context Tax"** just to have an agent that remembers who you are, here you go. It is customized for Discord for my specific needs, but the core logic ensures Galadriel runs like an absolute dream: she never forgets, maintains strict engineering principles, and optimizes every cycle. Your feedback is most welcome! **GitHub (MIT License):**[https://github.com/avasol/galadriel-public](https://github.com/avasol/galadriel-public)
Harness Coding Efficiency with 1jehuang/jcode AI Tool
Coding Agent Harness
Browser Harness: AI Tool for Automating Browser Tasks
Browser Harness: Revolutionize Task Automation with AI In the digital age, efficiency is key. Browser Harness is an innovative AI tool designed to automate brow…
Browser Harness: AI Tool for Automating Browser Tasks
Show HN: Browser Harness – Revolutionizing Browser Automation with LLMs Browser Harness is an innovative tool that empowers Large Language Models (LLMs) to perf…